U Kang
- Model-Agnostic Augmentation for Accurate Graph Classification
2022/02/21 by Jaemin Yoo, Yoo, Jaemin, Sooyeon Shim +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- VoG: Summarizing and Understanding Large Graphs
2014/06/13 by Danai Koutra, U Kang, Koutra, Danai +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Physical sciences #Graph Theory and Algorithms #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Topic Modeling
- TPA: Fast, Scalable, and Accurate Method for Approximate Random Walk with Restart on Billion Scale Graphs
2017/08/08 by Minji Yoon, Yoon, Minji, Jinhong Jung +3 · 2 citations
Computer Science · Physics and Astronomy · #68W25 #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Social and Information Networks (cs.SI)
- Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance
2023/08/11 by Xu Huiwen, U Kang, Xu, Huiwen +1 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Fast and Accurate Random Walk with Restart on Dynamic Graphs with Guarantees
2017/12/02 by Minji Yoon, Yoon, Minji, Woojeong Jin +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Caching and Content Delivery #Complex Network Analysis Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI)